Publications by Zico Kolter

Preprint

Community detection using fast low-cardinality semidefinite programming

2020
Wang P-W, Kolter JZ

Journal Article

Community detection using fast low-cardinality semidefinite programming

2020 • Advances in Neural Information Processing Systems • 2020-December:
Wang PW, Kolter JZ

Preprint

Deep Archimedean Copulas

2020
Ling CK, Fang F, Kolter JZ

Journal Article

Deep archimedean copulas

2020 • Advances in Neural Information Processing Systems • 2020-December:
Ling CK, Fang F, Kolter JZ

Preprint

Denoised Smoothing: A Provable Defense for Pretrained Classifiers

2020
Salman H, Sun M, Yang G, Kapoor A, Kolter JZ

Journal Article

Denoised smoothing: A provable defense for pretrained classifiers

2020 • Advances in Neural Information Processing Systems • 2020-December:
Salman H, Sun M, Yang G, Kapoor A, Kolter JZ

Preprint

Efficient semidefinite-programming-based inference for binary and multi-class MRFs

2020
Pabbaraju C, Wang P-W, Kolter JZ

Journal Article

Efficient semidefinite-programming-based inference for binary and multi-class MRFs

2020 • Advances in Neural Information Processing Systems • 2020-December:
Pabbaraju C, Wang PW, Kolter JZ

Preprint

Enforcing robust control guarantees within neural network policies

2020
Donti PL, Roderick M, Fazlyab M, Kolter JZ

Preprint

Fast is better than free: Revisiting adversarial training

2020
Wong E, Rice L, Kolter JZ

Conference

FAST IS BETTER THAN FREE: REVISITING ADVERSARIAL TRAINING

2020 • 8th International Conference on Learning Representations, ICLR 2020
Wong E, Rice L, Kolter JZ

Preprint

Gaussian MRF Covariance Modeling for Efficient Black-Box Adversarial Attacks

2020
Sahu AK, Shukla SN, Kolter JZ

Preprint

Learning perturbation sets for robust machine learning

2020
Wong E, Kolter JZ

Preprint

Learning Stable Deep Dynamics Models

2020
Manek G, Kolter JZ

Preprint

Monotone operator equilibrium networks

2020
Winston E, Kolter JZ

Journal Article

Multiscale deep equilibrium models

2020 • Advances in Neural Information Processing Systems • 2020-December:
Bai S, Koltun V, Kolter JZ

Preprint

Multiscale Deep Equilibrium Models

2020
Bai S, Koltun V, Kolter JZ

Journal Article

Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications

2020 • IEEE Intelligent Vehicles Symposium, Proceedings • 1753-1758
Wong E, Schneider T, Schmitt J, Schmidt FR, Kolter JZ

Preprint

Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications

2020
Wong E, Schneider T, Schmitt J, Schmidt FR, Kolter JZ

Preprint

Overfitting in adversarially robust deep learning

2020
Rice L, Wong E, Kolter JZ

Journal Article

Overfitting in adversarially robust deep learning

2020 • 37th International Conference on Machine Learning, ICML 2020 • PartF168147-11:8049-8074
Rice L, Wong E, Kolter JZ

Preprint

Poisoned classifiers are not only backdoored, they are fundamentally broken

2020
Sun M, Agarwal S, Kolter JZ

Preprint

Provably Safe PAC-MDP Exploration Using Analogies

2020
Roderick M, Nagarajan V, Kolter JZ

Preprint

Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes

2020
Shukla SN, Sahu AK, Willmott D, Kolter JZ

Preprint

Adversarial camera stickers: A physical camera-based attack on deep learning systems

2019
Li J, Schmidt FR, Kolter JZ

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Publications by Zico Kolter

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Conference

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